https://github.com/WuLC/DeployMachineLearningModel

deploy machine learning model with flask, docker, jenkins and k8s
https://github.com/WuLC/DeployMachineLearningModel

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deploy machine learning model with flask, docker, jenkins and k8s

• Host: GitHub
• URL: https://github.com/WuLC/DeployMachineLearningModel
• Owner: WuLC
• Created: 2019-04-13T02:24:48.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-04-20T08:02:50.000Z (over 5 years ago)
• Last Synced: 2024-08-06T03:03:22.152Z (5 months ago)
• Language: Python
• Homepage:
• Size: 22.5 KB
• Stars: 5
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# DeployMachineLearningModel

Deploy machine learning model automatically with Flask，Docker，Jenkins(or custom script), use Kubernets for scaling and rolling update of the containered application.

More details can be found in the [blog](http://wulc.me/2019/04/19/%E9%80%9A%E8%BF%87%20Flask,%20Docker,%20Jenkins%20%E5%92%8C%20Kubernets%20%E9%83%A8%E7%BD%B2%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E6%A8%A1%E5%9E%8B/)